savinrazvan Goto Github PK
Name: I. Razvan Savin
Type: User
Location: Brasov, Romania
Name: I. Razvan Savin
Type: User
Location: Brasov, Romania
Visualize BERT's attention mechanism with a user-friendly script. Input text with a masked token, predict the masked word, and generate attention diagrams to understand BERT's focus. Ideal for AI enthusiasts and NLP researchers.
A constraint satisfaction problem (CSP) solver for generating and solving crossword puzzles using AI techniques to ensure words fit correctly without conflicts. The solver enforces node and arc consistency and uses backtracking to find valid word placements.
A program that computes the "degrees of separation" between two actors by identifying the sequence of movies connecting them, inspired by the Six Degrees of Kevin Bacon game. Uses IMDb-based datasets for actors, movies, and their relationships.
An AI that assesses the likelihood of genetic traits in individuals using a Bayesian Network to analyze family genetic data, modeling genetic inheritance and mutations to infer probabilities of gene presence and trait expression.
Compare image similarity using features extracted from the pre-trained VGG16 model. This project leverages cosine similarity for accurate visual similarity assessment, making it ideal for image retrieval and duplicate detection.
A Python program that solves Knights and Knaves logic puzzles using propositional logic and model-checking algorithms. Determine the truthfulness of characters based on their statements to solve these classic logic puzzles.
An AI for playing Minesweeper, utilizing propositional logic and knowledge-based inference to identify safe cells and mines. The AI learns from the game's state to make informed decisions.
Develop an AI using Q-learning to master Nim. The AI learns optimal strategies by playing games against itself. Challenge the trained AI or watch two AI agents compete.
This project implements the PageRank algorithm to rank web pages by importance using two approaches: a sampling method with the Markov Chain random surfer model and an iterative method with a recursive mathematical expression.
The Parser project focuses on implementing a context-free grammar (CFG) parser to analyze English sentences and extract noun phrases. The goal is to build a tool that can interpret sentence structures and provide insights into their grammatical components
The "Questions" project, part of Harvard's CS50 AI course, develops an AI system for answering questions by retrieving documents and passages from a text corpus using tf-idf. It aids in understanding natural language processing (NLP) and information retrieval techniques.
Building a nearest-neighbor classifier to predict online shopping purchase completions based on user browsing behavior. The project uses a dataset of 12,000 sessions, analyzing features like pages visited, session duration, and bounce rates
An AI that plays Tic-Tac-Toe using the Minimax algorithm, ensuring it always wins or draws. Demonstrates optimal decision-making and game logic implementation.
This project aims to develop a neural network using TensorFlow to classify traffic signs from images, utilizing the German Traffic Sign Recognition Benchmark (GTSRB) dataset.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.